Greg Rafferty's repositories
harry_potter_nlp
Harry Potter and the Allocation of Dirichlet
multi_armed_bandit
Monte Carlo simulations of several different multi-armed bandit algorithms and a comparison with classical statistical A/B testing
prophet_forecasting
forecasting examples using Facebook Prophet
air-passengers-arima
ARIMA forecasts on the AirPassengers dataset built in Python and Tableau
steganography
hiding an image or text within another image
trump-tweet-author-identification
Project to classify tweets on @realDonaldTrump as either written by Trump or by his staff
spotify_analysis
Digging into Spotify's valence score
Modelling-Credit-Card-Default-Risk
This is a logistic regression / binary classification model for a bank to assess the risk of default on credit card applications
instabot.py
Instagram bot. It works without instagram api, need only login and password. Write on python.
instagram-scraper
scrapes medias, likes, followers, tags and all metadata. Inspired by instagram-php-scraper,bot
divvy-yelp-analysis
capstone project for the IBM Data Science Devup program
presidential_analysis
An analysis of the presidential leadership of the United States
Spotify-Charts-Scraper
Python Script for Scrapping all Spotify top 200 by weak/day and country
BanditsBook
Code for my book on Multi-Armed Bandit Algorithms
fitbitcoin
a cryptocurrency mined by logging steps on a Fitbit device
prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
python-holidays
Generate and work with holidays in Python
silhouette_scores
exploring silhouettes to find k for unsupervised clustering
trumproids
Simple version of the classic game Asteroids
wfp_rainfall_prediction
Predicting the next month of rainfall for the World Food Program using Facebook Prophet